This edition prepares students to design and analyze experiments that will help them succeed in the real world. The author uses a large array of real data sets from a broad spectrum of scientific and technological fields. He emphasizes the importance of developing a treatment design based on a research hypothesis as an initial step, then developing an experimental or observational study design that facilitates efficient data collection.